Hospitalization prediction on MIMIC ED IV
49.24Macro F1Diff-Joint
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Diff-JointRatio=302026.06 | 49.24 | 71.42 | 45.22 | 54.63 | |
| Diff-JointRatio=102026.06 | 49.14 | 70.98 | 43.71 | 61.66 | |
| Diff-JointRatio=202026.06 | 48.99 | 70.36 | 44.34 | 57.95 | |
| CACTIRatio=402026.06 | 45.73 | 68.6 | 38.74 | 64.21 | |
| CACTIRatio=202026.06 | 45.67 | 68.6 | 38.67 | 64.11 | |
| CACTIRatio=102026.06 | 45.65 | 68.44 | 38.68 | 64.11 | |
| missForestRatio=302026.06 | 45.58 | 68.69 | 38.58 | 64.19 | |
| CACTIRatio=302026.06 | 45.5 | 68.3 | 38.53 | 63.88 | |
| missForestRatio=402026.06 | 45.46 | 68.64 | 38.44 | 64.07 | |
| missForestRatio=202026.06 | 45.4 | 68.28 | 38.46 | 63.81 | |
| missForestRatio=102026.06 | 45.36 | 68.38 | 38.41 | 63.75 | |
| DiffPuterRatio=102026.06 | 45.18 | 68.01 | 38.19 | 63.62 | |
| DiffPuterRatio=402026.06 | 45.12 | 68.07 | 38.16 | 63.73 | |
| DiffPuterRatio=202026.06 | 45.03 | 67.94 | 38.08 | 63.54 | |
| DiffPuterRatio=302026.06 | 44.91 | 67.88 | 37.94 | 63.41 | |
| Diff-JointRatio=402026.06 | 43.32 | 70.37 | 40.36 | 45.21 | |
| Mean/ModeRatio=102026.06 | 40.45 | 66.37 | 34.03 | 58.97 | |
| Mean/ModeRatio=202026.06 | 37.2 | 64.71 | 31.12 | 55.83 | |
| Mean/ModeRatio=302026.06 | 34.95 | 63.81 | 29.11 | 54.52 | |
| Mean/ModeRatio=402026.06 | 31.54 | 63.15 | 26.05 | 52.22 |